Podcast
Questions and Answers
What is a key characteristic of a Recreate Deployment strategy?
What is a key characteristic of a Recreate Deployment strategy?
A Recreate Deployment strategy terminates the old version before releasing the new one.
How does a Blue/Green deployment ensure zero-downtime upgrades?
How does a Blue/Green deployment ensure zero-downtime upgrades?
In a Blue/Green deployment, traffic is rerouted to a new version ('Green') while the old version ('Blue') is still running.
Describe the primary purpose of a Canary Release.
Describe the primary purpose of a Canary Release.
A Canary Release allows a new version of an application to be deployed to a small subset of users while the majority continue to use the old version.
What distinguishes A/B Testing from the other deployment strategies mentioned?
What distinguishes A/B Testing from the other deployment strategies mentioned?
In the context of Shadow deployments, what happens to the incoming traffic?
In the context of Shadow deployments, what happens to the incoming traffic?
What defines a Service Oriented Architecture (SOA)?
What defines a Service Oriented Architecture (SOA)?
How do microservices differ from traditional monolithic architectures?
How do microservices differ from traditional monolithic architectures?
What is synchronous communication in the context of service architecture?
What is synchronous communication in the context of service architecture?
Describe asynchronous communication in service architecture.
Describe asynchronous communication in service architecture.
Why are applications in a Service Oriented Architecture often referred to as monoliths?
Why are applications in a Service Oriented Architecture often referred to as monoliths?
What is one benefit of asynchronous communication in terms of connectivity?
What is one benefit of asynchronous communication in terms of connectivity?
How do microservices differ from traditional SOA regarding the messaging system?
How do microservices differ from traditional SOA regarding the messaging system?
What challenge does having separate databases for each microservice introduce?
What challenge does having separate databases for each microservice introduce?
What role does event logging play in system administration?
What role does event logging play in system administration?
How does asynchronous communication affect message consumption?
How does asynchronous communication affect message consumption?
Why is tracing in logging important during development?
Why is tracing in logging important during development?
What are configurable parameters, and where are they defined?
What are configurable parameters, and where are they defined?
What is the significance of 'multiple step rollback' in microservices architecture?
What is the significance of 'multiple step rollback' in microservices architecture?
What is the primary purpose of having Configuration Parameters in software?
What is the primary purpose of having Configuration Parameters in software?
Explain the difference between externalized and centralized configuration.
Explain the difference between externalized and centralized configuration.
What characterizes a Single Page Application (SPA)?
What characterizes a Single Page Application (SPA)?
Why is Docker beneficial for deployment?
Why is Docker beneficial for deployment?
How do RESTful APIs benefit from load balancers like NGINX?
How do RESTful APIs benefit from load balancers like NGINX?
When would you choose to use Docker Compose?
When would you choose to use Docker Compose?
What role does container orchestration play in cloud environments?
What role does container orchestration play in cloud environments?
What is the function of Docker Swarm?
What is the function of Docker Swarm?
What architecture does the sample application use for its user interface?
What architecture does the sample application use for its user interface?
Which database technology is used for data storage in the sample application?
Which database technology is used for data storage in the sample application?
What is the primary role of the Receiver component in the sample application?
What is the primary role of the Receiver component in the sample application?
What services are used for logging in the application?
What services are used for logging in the application?
Explain the significance of 'self-contained services' in the context of this sample application.
Explain the significance of 'self-contained services' in the context of this sample application.
What role does Docker play in the deployment of the sample application?
What role does Docker play in the deployment of the sample application?
How does the Analyzer service contribute to the overall architecture?
How does the Analyzer service contribute to the overall architecture?
What testing tools are mentioned as part of the sample application’s ecosystem?
What testing tools are mentioned as part of the sample application’s ecosystem?
What is the purpose of using NGINX in the sample application?
What is the purpose of using NGINX in the sample application?
What is the purpose of using 'event sourcing' in the context of the application?
What is the purpose of using 'event sourcing' in the context of the application?
Flashcards
Service-Oriented Architecture (SOA)
Service-Oriented Architecture (SOA)
A software design where components are Services that communicate over a network.
Microservices
Microservices
A more fine-grained form of SOA where services are independently deployable.
Monolithic Architecture
Monolithic Architecture
A large, complex software application deployed as a single unit.
Synchronous Communication
Synchronous Communication
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Asynchronous Communication
Asynchronous Communication
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Recreate Deployment
Recreate Deployment
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Rolling Update
Rolling Update
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Blue/Green Deployment
Blue/Green Deployment
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Canary Release
Canary Release
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A/B Testing
A/B Testing
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Dumb Pipes, Smart Endpoints
Dumb Pipes, Smart Endpoints
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Smart Pipes, Dumb Endpoints
Smart Pipes, Dumb Endpoints
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Eventual Consistency
Eventual Consistency
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Multiple Step Rollback
Multiple Step Rollback
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Tracing Logs
Tracing Logs
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Event Logging
Event Logging
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Configuration Files
Configuration Files
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Configuration Parameters
Configuration Parameters
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Externalized Configuration
Externalized Configuration
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Centralized Configuration
Centralized Configuration
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SPA (Single Page Application)
SPA (Single Page Application)
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Docker
Docker
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Docker Compose
Docker Compose
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Container Orchestration
Container Orchestration
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RESTful APIs
RESTful APIs
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Frontend
Frontend
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Backend
Backend
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Data Storage Service
Data Storage Service
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Processing Service
Processing Service
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Service
Service
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Event Sourcing
Event Sourcing
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Bind Mount
Bind Mount
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Study Notes
Service-Oriented Architecture (SOA)
- SOA is a software design style.
- Software components in SOA are services.
- Services interact through a communication protocol over a network.
- Traditional systems using SOA decompose into multiple applications, further decomposed into services.
- These applications are often called monoliths due to their large, single deployment.
Microservices
- Microservices are a form of SOA.
- Microservices applications and services are fine-grained and independently deployable.
- They offer a more granular approach compared to monoliths.
Synchronous vs. Asynchronous Communication
- Synchronous Communication: A client makes a request and waits for the server to fulfill it before receiving a response. The client thread waits until the server completes all tasks.
- Asynchronous Communication: A client makes a request and doesn't have to wait for completion before receiving a response.
Benefits of Asynchronous Communication
- Simple, scalable connectivity
- Simple, high availability
- Simple producer/consumer scalability
- Enables publish-subscribe, message filtering, routing, and fanout
- Decouples message rate and consumer availability
Asynchronous Communication - Messaging
- Microservices Principle (e.g., Kafka): Dumb pipes (message brokers) for transport and smart endpoints (services) for logic.
- Traditional SOA (e.g., RabbitMQ): Smart pipes with complex logic (routing, retries) and dumb endpoints (services) focusing on message processing.
Data Stores
- Traditional monolithic applications share a single database, enabling strong data integrity constraints.
- Microservices applications typically have a separate database per service, providing looser coupling and enabling different technology choices.
- Separate databases add complexity:
- Eventual consistency: Data may not be immediately consistent across all services.
- Multiple step rollback: Manual rollback may be necessary if a failure occurs.
Logging
- Tracing: Developer logging used for development/testing troubleshooting (can be noisy).
- Event Logging: System administrator logging for production monitoring and troubleshooting (specific messages).
Configuration
- Configurable parameters are defined in configuration files, not source code.
- Configuration parameters often include environment settings (URLs, database hostnames), options (e.g., enabling 2FA), and tuning parameters (e.g., login retry count).
- Centralized configuration makes adjustment easier without modifying source code.
- Externalized configuration can be modified without rebuilding the application
Single Page Application (SPA) Characteristics
- Web server serves HTML, CSS, and JavaScript to the browser.
- JavaScript updates the page based on user actions and server responses.
- SPA's have a front-end (the SPA itself) and a backend (RESTful services).
- Developers can specialize in the front-end, backend, or both.
Containerization
- Docker allows known/standardized configurations.
- Docker containers can scale up and down dynamically.
- Platforms like Kubernetes and OKD use Docker images for deployments.
Scaling Services
- RESTful APIs often use load balancers (e.g., NGINX).
- Message consumers may use multiple partitions for scaling.
Containerized Deployments
- Docker: Core for building images and running containers.
- Docker Compose: Simplifies deployments for related services with static numbers and types.
- Container Orchestration (e.g., Docker Swarm): Suitable for a large number of services and dynamic scaling.
Deployment Strategies
- Recreate: Old version is terminated, new version is deployed.
- Rolling Update: Gradual deployment to servers.
- Blue/Green: Old and new versions run simultaneously, then traffic is switched to the new version.
- Canary: A small subset of users receive the new version first.
- A/B Testing: Comparing two versions of a feature.
- Shadow: New version runs side-by-side with the old version.
Sample Application
- Illustration of the typical structure of a microservices architecture.
- Includes frontend, backend, and various services (receiver, data storage, processing, analyzer services).
Sample Application Deployment
- Deploys different services in containers.
- Demonstrates the use of Docker Compose and tools like NGINX, JSON, MySQL, Zookeeper, Kafka for orchestration.
Decomposition into Services
- Microservices are broken down based on capability/domain (related functionality).
- Teams own specific microservices.
- Microservices are self-contained, asynchronous, and highly available.
Microservices - Overall Assessment
- Advantages of a microservices architecture should be analyzed.
- Disadvantages of a microservices architecture should be analyzed.
Additional Topics
- Distributed Tracing: Debugging interactions across multiple services.
- Service Per Container: Each microservice runs in its own container.
- API Gateway: A single entry point for all client applications for services.
- Decomposition by Business Capabilities: Each microservice aligns to a business capability.
- Decomposition by Team: Each team owns a set of microservices.
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Description
This quiz explores the concepts of Service-Oriented Architecture (SOA) and Microservices, highlighting their differences and communication methods. It covers the fundamentals of traditional monolith systems, as well as the benefits of asynchronous communication within these architectures.